Integrating coalition shared data in a system architecture for high level information management

Essendorfer, Barbara; Hoffmann, AS; Sander, Jennifer; Kuwertz, Achim

doi:10.1117/12.2501861

Cited by 2 publications

(3 citation statements)

References 3 publications

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“…In [15], the author explains information superiority than can be achieved by application of the four RIGHT: information, time, format, and people. However, it is only right when skilled commanders are able getting information use in praxis.…”

Section: The Literature Reviewmentioning

confidence: 99%

ISR Data Processing in Military Operations

Buřita¹,

Novak²

2020

Adv. sci. technol. eng. syst. j.

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This paper provides an overview of Intelligence, Surveillance, and Reconnaissance (ISR) data with respect on NATO standards and recommendations; further presents methods, tools, and experiences in ISR data processing in military operations. The steps of the Intelligence cycle and disciplines Business Intelligence (BI), Data Warehousing, Data Mining, and Big Data are presented in the introduction. The literature review is oriented to the analysis of intersections between ISR and BI methods. The next chapter describes the ISR data processing in detail; there are listed structures, formats, standards, and data from the operational point of view. The ISR operational picture is explained, and steps of the ISR data mart is completed. The last part is oriented to Big Data processing; NoSQL, inmemory and streaming databases. The last two chapters are focused on the description of research results in the processing of ISR data. The ISR data mart experiment processes the radio transmission data that consists of detected radio signals. Results are visualized in RapidMiner Studio. The Big Data experiment is realized in Apache Hadoop.

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Section: The Literature Reviewmentioning

confidence: 99%

ISR Data Processing in Military Operations

Buřita¹,

Novak²

2020

Adv. sci. technol. eng. syst. j.

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“…These processes and procedures are described in more detail otherwhere. 6 The operational settings, hierarchies and assignments of systems and services are normally defined within an Order of Battle (ORBAT) and are specific to a mission.…”

Section: Operational Context and Processesmentioning

confidence: 99%

“…A detailed process description can be found in. 6 The standard talks about three different product types:…”

Section: Stanag 4559mentioning

confidence: 99%

A new approach for information dissemination in distributed JISR coalitions

Kerth¹,

Klotz²,

Essendorfer³

2019

Open Architecture/Open Business Model Net-Centric Systems and Defense Transformation 2019

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To meet todays challenges in ISR (Intelligence, Surveillance and Reconnaissance) defense coalitions Systems of Systems (SOS) architectures are needed that are flexible, function in a networked environment and support relevant operational doctrine and processes. To enable the distributed production of intelligence in networked operations the Intelligence Cycle and Joint ISR (JISR) provide process descriptions that adhere to multinational and multisystem collaboration. An interoperable SOS architecture supporting those processes needs to make use of standards for data/information management with a special focus on dissemination.The NATO ISR Interoperability Architecture (NIIA) and supportive standards (STANAGS-standardization agreements) have been specified to provide a solution to these needs. In terms of data distribution, STANAG 4559 is the core standard of relevance here. It defines a concept, data-and information models, interfaces and services to support information dissemination according to JISR. The current specification for synchronization of JISR results however has some deficiencies in terms of implementation complexity, flexibility, robustness and performance. Thus, there is a need for a new approach to data dissemination in networks implementing STANAG 4559 that enables the usage of all aspects currently supported by this standard but seeks to solve the known issues.Thereupon this paper presents requirements for data dissemination in a JISR enterprise, derives key performance indicators (KPIs), identifies possible technical approaches and finally defines a new solution based on the concept of Hash Tries. Here a tree-based data structure is organized based on hashes of nodes, which allows a quick identification of changes in replicated data.

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Integrating coalition shared data in a system architecture for high level information management

Cited by 2 publications

References 3 publications

ISR Data Processing in Military Operations

ISR Data Processing in Military Operations

A new approach for information dissemination in distributed JISR coalitions

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